Minerval
Agent run

steward run 37393745

2026-11-14 03:03:26 UTC to 2026-11-14 03:08:17 UTC · ok · on claim 55f89371 · 19 model calls, $0.93 · code at 7775f69

Setup

Claude Opus 5.5 claude-opus-5-5 · up to 16384 tokens a turn

Steps

  1. prompt Setup: claude-opus-5-5, 81 tool(s). Opening: You have been triggered to steward a claim. Today's date: 2026-11-14 Trigger: structure_and_assess Claim ID: 55f89371-8…
  2. assistant calls get_claim, get_claim_instances [tool_use]
  3. tool results get_claim, get_claim_instances returned: {"claim":{"id":"55f89371-8a43-43c1-8dd7-932c350ca7fb","kind":"claim","canonical_form":"By the end of 2027, a frontier A…
  4. assistant calls search_similar_claims, provenance_read_source [tool_use]
  5. tool results search_similar_claims, provenance_read_source returned: { "query": "AI systems autonomously conduct AI research and train successor models; automated AI R&D timeline", "result…
  6. assistant calls provenance_read_source [tool_use]
  7. tool results provenance_read_source returned: {"success":true,"source":{"id":"87406e11-4df5-49b3-8558-11e864316894","url":"https://importai.substack.com/p/import-ai-…
  8. assistant calls get_claim_instances, search_similar_claims [tool_use]
  9. tool results get_claim_instances, search_similar_claims returned: { "claim_id": "5e4c99e3-f697-45fd-b79e-d75cb33a5732", "total": 1, "limit": 20, "offset": 0, "has_more": false, "instanc…
  10. assistant calls query_sql [tool_use]
  11. tool results query_sql returned: {"success":true,"columns":["id","url","title","published_date"],"rows":[["87406e11-4df5-49b3-8558-11e864316894","https:…
  12. assistant calls query_sql [tool_use]
  13. tool results query_sql returned: {"success":true,"columns":["id","url","title","published_date"],"rows":[["aca3a46b-00d2-4dd6-bcc0-43f4d7eb3320","https:…
  14. assistant calls provenance_read_source [tool_use]
  15. tool results provenance_read_source returned: {"success":true,"source":{"id":"fb0305b4-8b14-4a54-b15b-4a6c0193a033","url":"https://jack-clark.net/2026/10/12/import-a…
  16. assistant calls provenance_read_source [tool_use]
  17. tool results provenance_read_source returned: {"success":true,"source":{"id":"ece6f61a-093f-4e2c-ba9d-801d19e6370e","url":"https://forecastingresearch.substack.com/p…
  18. assistant calls match_claim, match_claim [tool_use]
  19. tool results match_claim, match_claim returned: {"outcome":"new","is_match":false,"matched_claim_id":null,"instance_stance":"affirms","new_canonical_form":"Human resea…
  20. assistant calls add_argument, add_argument, add_argument [tool_use]
  21. tool results add_argument, add_argument, add_argument returned: {"success":true,"message":"Created argument \"The argument from the trend in AI R&D automation\" (for) on claim 55f8937…
  22. assistant calls add_relationship_edge, add_relationship_edge, add_relationship_edge, add_decomposition_edge [tool_use]
  23. tool results add_relationship_edge, add_relationship_edge, add_relationship_edge, add_decomposition_edge returned: {"success":true,"message":"Linked existing claim a3a7a95b-f3fb-4cf8-a605-cbe3bee834db as a subclaim of 55f89371-8a43-43…
  24. assistant "Now written forms, and related link to the 2028 sibling."; calls write_argument, write_argument, write_argument, add_related_claim [tool_use]
  25. tool results write_argument, write_argument, write_argument, add_related_claim returned: {"success":true,"message":"Written form saved for argument \"The argument from the trend in AI R&D automation\"."}
  26. assistant calls update_claim_instance, record_claim_instance, record_claim_instance, place_argument_passage [tool_use]
  27. tool results update_claim_instance, record_claim_instance, record_claim_instance, place_argument_passage returned: {"success":true,"instance_id":"35a7ac6e-93c8-4a3c-9a1e-df4412155423","updated":["speaker","publication","sourceDate","c…
  28. assistant "Record the author's interest for both Clark sources."; calls record_source_interest, record_source_interest [tool_use]
  29. tool results record_source_interest, record_source_interest returned: {"success":true,"id":"764cc4ad-3bee-40b3-be65-a464352fb996","source_id":"fb0305b4-8b14-4a54-b15b-4a6c0193a033","claim_i…
  30. assistant calls update_claim_assessment [tool_use]
  31. tool results update_claim_assessment returned: {"success":true,"message":"Assessment updated for claim 55f89371-8a43-43c1-8dd7-932c350ca7fb: doubtful (0.65) 3 named a…
  32. assistant calls evaluate_argument, evaluate_argument, evaluate_argument, set_claim_importance [tool_use]
  33. tool results evaluate_argument, evaluate_argument, evaluate_argument, set_claim_importance returned: {"success":true,"message":"Evaluation recorded for argument \"The argument from the trend in AI R&D automation\": sligh…
  34. assistant calls log_stewardship_decision, answer_messages [tool_use]
  35. tool results log_stewardship_decision, answer_messages returned: {"success":true,"message":"Stewardship decision logged for claim 55f89371-8a43-43c1-8dd7-932c350ca7fb: structured_and_a…
  36. assistant calls notify_steward [tool_use]
  37. tool results notify_steward returned: {"success":true,"message":"Sent to the Steward of 1 node(s) as a note. Each waits in that node's inbox, shown on its pa…
  38. assistant "I've judged the claim **doubtful**: about a 12% chance that a frontier AI model will autonomously train its own successor by the end of 2027. I'm 0.65 confiden…" [end_turn]